These data comes from the website : Twitchtracker
Let’s first load the dataset :
| Date | Avg_concur_viewers | Avg_concur_channels | Hours_watched | Active_streamers | Hours_streamed | Viewers_per_streamer |
|---|---|---|---|---|---|---|
| 2020-11-20 | 2490726 | 104264 | 1734000000 | NA | 725677440 | 238949140 |
| 2020-10-20 | 2385206 | 95074 | 1774000000 | 7844426 | 707192100 | 250851219 |
| 2020-09-20 | 2202200 | 91861 | 1586000000 | 7461252 | 661399200 | 239794666 |
| 2020-08-20 | 2178080 | 96309 | 1620000000 | 7709990 | 716538960 | 226086799 |
| 2020-07-20 | 2115411 | 95809 | 1574000000 | 7463817 | 712818960 | 220813431 |
| 2020-06-20 | 2262771 | 93932 | 1629000000 | 7158730 | 676310400 | 240865733 |
| 2020-05-20 | 2359765 | 100364 | 1756000000 | 7398081 | 746708160 | 235165503 |
| 2020-04-20 | 2488881 | 93750 | 1792000000 | 7213644 | 675000000 | 265481481 |
| 2020-03-20 | 1638049 | 66011 | 1219000000 | 5080031 | 491121840 | 248207247 |
| 2020-02-20 | 1410516 | 53816 | 982000000 | 3753539 | 374559360 | 262174732 |
| 2020-01-20 | 1357375 | 52821 | 1010000000 | 3935308 | 392988240 | 257005146 |
| 2019-12-20 | 1184935 | 45633 | 882000000 | 3353608 | 339509520 | 259786530 |
| 2019-11-20 | 1222247 | 45644 | 880000000 | 3198707 | 328636800 | 267772812 |
| 2019-10-20 | 1212368 | 45179 | 902000000 | 2973666 | 336131760 | 268347151 |
| 2019-09-20 | 1219579 | 46184 | 878000000 | 2942889 | 332524800 | 264040457 |
| 2019-08-20 | 1342856 | 48447 | 999000000 | 3188759 | 360445680 | 277156880 |
| 2019-07-20 | 1232595 | 48055 | 917000000 | 3355426 | 357529200 | 256482547 |
| 2019-06-20 | 1304579 | 47898 | 939000000 | 3396947 | 344865600 | 272279984 |
| 2019-05-20 | 1262560 | 48294 | 939000000 | 3933404 | 359307360 | 261336144 |
| 2019-04-20 | 1234112 | 51261 | 889000000 | 4184467 | 369079200 | 240869710 |
| 2019-03-20 | 1274016 | 54953 | 948000000 | 4389867 | 408850320 | 231869697 |
| 2019-02-20 | 1311897 | 56295 | 882000000 | 4205001 | 378302400 | 233146816 |
| 2019-01-20 | 1275970 | 55790 | 949000000 | 4537807 | 415077600 | 228631947 |
| 2018-12-20 | 1136970 | 48134 | 846000000 | 4122463 | 358116960 | 236235670 |
| 2018-11-20 | 1202989 | 45448 | 866000000 | 3743470 | 327225600 | 264649221 |
| 2018-10-20 | 1146076 | 43505 | 853000000 | 3646616 | 323677200 | 263534163 |
| 2018-09-20 | 1132031 | 44195 | 815000000 | 3670836 | 318204000 | 256125002 |
| 2018-08-20 | 1150362 | 44333 | 856000000 | 3712170 | 329837520 | 259521718 |
| 2018-07-20 | 1069217 | 41605 | 795000000 | 2957895 | 309541200 | 256831724 |
| 2018-06-20 | 1095605 | 39701 | 789000000 | 3153852 | 285847200 | 276021595 |
| 2018-05-20 | 1024179 | 38701 | 762000000 | 3062437 | 287935440 | 264642657 |
| 2018-04-20 | 1013037 | 39451 | 729000000 | 3315212 | 284047200 | 256647487 |
| 2018-03-20 | 969647 | 38946 | 721000000 | 3695563 | 289758240 | 248828127 |
| 2018-02-20 | 915860 | 35502 | 615000000 | 2890347 | 238573440 | 257782258 |
| 2018-01-20 | 967916 | 33546 | 720000000 | 2969173 | 249582240 | 288482065 |
| 2017-12-20 | 780276 | 28613 | 581000000 | 2460341 | 212880720 | 272922790 |
| 2017-11-20 | 800139 | 26766 | 576000000 | 2115552 | 192715200 | 298886647 |
| 2017-10-20 | 786615 | 25697 | 585000000 | 2048513 | 191185680 | 305985260 |
| 2017-09-20 | 732925 | 25014 | 528000000 | 1950271 | 180100800 | 293169159 |
| 2017-08-20 | 717126 | 24683 | 534000000 | 2142869 | 183641520 | 290783914 |
| 2017-07-20 | 761585 | 25775 | 567000000 | 2386623 | 191766000 | 295672851 |
| 2017-06-20 | 709453 | 23385 | 511000000 | 1921765 | 168372000 | 303494643 |
| 2017-05-20 | 681177 | 22334 | 507000000 | 1804282 | 166164960 | 305118480 |
| 2017-04-20 | 743599 | 22055 | 535000000 | 1804061 | 158796000 | 336910250 |
| 2017-03-20 | 693883 | 23070 | 516000000 | 1953138 | 171640800 | 300627823 |
| 2017-02-20 | 744912 | 24189 | 501000000 | 1894405 | 162550080 | 308212706 |
| 2017-01-20 | 811303 | 24140 | 604000000 | 1942933 | 179601600 | 336299899 |
| 2016-12-20 | 658856 | 22266 | 490000000 | 1850334 | 165659040 | 295788265 |
| 2016-11-20 | 624944 | 20715 | 450000000 | NA | 149148000 | 301713734 |
| 2016-10-20 | 609294 | 19222 | 453000000 | NA | 143011680 | 316757345 |
| 2016-09-20 | 534937 | 17848 | 385000000 | NA | 128505600 | 299597839 |
| 2016-08-20 | 513664 | 16574 | 382000000 | NA | 123310560 | 309786931 |
| 2016-07-20 | 599804 | 18007 | 446000000 | NA | 133972080 | 332905184 |
| 2016-06-20 | 620227 | 18795 | 447000000 | NA | 135324000 | 330318347 |
| 2016-05-20 | 604568 | 19369 | 450000000 | NA | 144105360 | 312271521 |
| 2016-04-20 | 525828 | 16786 | 379000000 | NA | 120859200 | 313588043 |
| 2016-03-20 | 658941 | 20238 | 490000000 | NA | 150570720 | 325428476 |
| 2016-02-20 | 634183 | 20390 | 441000000 | NA | 141914400 | 310750706 |
| 2016-01-20 | 645791 | 20045 | 480000000 | NA | 149134800 | 321856468 |
| 2015-12-20 | 546688 | 17519 | 407000000 | 1872032 | 130341360 | 312256984 |
| 2015-11-20 | 584254 | 17728 | 421000000 | 2113999 | 127641600 | 329829773 |
| 2015-10-20 | 589846 | 15621 | 439000000 | 1678050 | 116220240 | 377731108 |
| 2015-09-20 | 507415 | 16758 | 365000000 | 1793262 | 120657600 | 302508918 |
| 2015-08-20 | 600036 | 17570 | 446000000 | 1816317 | 130720800 | 341185182 |
| 2015-07-20 | 551280 | 16418 | 410000000 | 1677091 | 122149920 | 335653106 |
| 2015-06-20 | 519908 | 15329 | 374000000 | 1591172 | 110368800 | 338863882 |
| 2015-05-20 | 520005 | 15147 | 387000000 | 1599500 | 112693680 | 343408787 |
| 2015-04-20 | 503592 | 14578 | 363000000 | 1538170 | 104961600 | 345840765 |
| 2015-03-20 | 526885 | 14762 | 392000000 | 1567997 | 109829280 | 356917572 |
| 2015-02-20 | 516474 | 15414 | 347000000 | 1644386 | 103582080 | 335000031 |
| 2015-01-20 | 498183 | 14256 | 371000000 | 1533653 | 106064640 | 349786696 |
| 2014-12-20 | 396091 | 11512 | 295000000 | NA | 85649280 | 344427881 |
| 2014-11-20 | 392880 | 11206 | 283000000 | NA | 80683200 | 350754556 |
| 2014-10-20 | 380596 | 9974 | 242000000 | NA | 63351520 | 381995570 |
| 2014-09-20 | 383571 | 9752 | 276000000 | NA | 70214400 | 393081761 |
| 2014-08-20 | 392267 | 10006 | 291000000 | NA | 74344580 | 391420599 |
| 2014-07-20 | 364081 | 9183 | 271000000 | NA | 68321520 | 396653939 |
| 2014-06-20 | 353086 | 8317 | 254000000 | NA | 59882400 | 424164696 |
| 2014-05-20 | 330605 | 8209 | 246000000 | NA | 61074960 | 402783727 |
| 2014-04-20 | 311146 | 7783 | 224000000 | NA | 56037600 | 399731609 |
| 2014-03-20 | 310824 | 8104 | 186000000 | NA | 48556470 | 383059147 |
| 2014-02-20 | 302944 | 7166 | 204000000 | NA | 48155520 | 423627447 |
| 2014-01-20 | 290265 | 6901 | 216000000 | NA | 51285930 | 421168145 |
| 2013-12-20 | 252400 | 6573 | 188000000 | NA | 48903120 | 384433549 |
| 2013-11-20 | 260900 | 6038 | 188000000 | NA | 43473600 | 432446358 |
| 2013-10-20 | 213960 | 5501 | 159000000 | NA | 40927440 | 388492415 |
| 2013-09-20 | 215156 | 5224 | 155000000 | NA | 37612800 | 412093755 |
| 2013-08-20 | 225496 | 5515 | 168000000 | NA | 41031600 | 409440529 |
| 2013-07-20 | 214278 | 5111 | 159000000 | NA | 38025840 | 418136720 |
| 2013-06-20 | 219716 | 4603 | 105000000 | NA | 21894940 | 479562858 |
| 2013-05-20 | 195712 | 4550 | 136000000 | NA | 31614920 | 430176638 |
| 2013-04-20 | 191545 | 4432 | 138000000 | NA | 31910400 | 432460890 |
| 2013-03-20 | 187833 | 4224 | 140000000 | NA | 31426560 | 445483056 |
| 2013-02-20 | 165245 | 3512 | 111000000 | NA | 23600640 | 470326228 |
| 2013-01-20 | 147967 | 3016 | 110000000 | NA | 22439040 | 490217050 |
| 2012-12-20 | 120658 | 2457 | 89800000 | NA | 18280080 | 491245115 |
| 2012-11-20 | 109818 | 2206 | 79100000 | NA | 15883200 | 498010476 |
| 2012-10-20 | 99044 | 2047 | 73700000 | NA | 15229680 | 483923497 |
| 2012-09-20 | 77764 | 1985 | 55900000 | NA | 14262230 | 391944317 |
#> missing %
#> Active_streamers 40 40
#> Date 0 0
#> Avg_concur_viewers 0 0
#> Avg_concur_channels 0 0
#> Hours_watched 0 0
#> Hours_streamed 0 0
#> Viewers_per_streamer 0 0
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We can see that these data consist of 99 observations of 7 attributes.
Date : month in which the data applyAvg_concur_viewers : Number of viewers connected in the same time in averageAvg_concur_channels : Number of channels connected in the same time in averageHours_watched (in million) : Total number of hours watched per monthActive_streamers : Total number of active channelsHours_streamed : Total number of hours streamed per monthViewers_per_streamer : Average number of viewers per streamer per month